final_data <-read_csv("data_cleaning_files/final_data.csv")
## New names:
## Rows: 23798 Columns: 73
## ── Column specification
## ──────────────────────────────────────────────────────── Delimiter: "," chr
## (2): country, iso3c dbl (71): ...1, serialid, lifesat, natmat, eumat, locmat,
## euvoice, natvoice,...
## ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
## Specify the column types or set `show_col_types = FALSE` to quiet this message.
## • `` -> `...1`
codebook(final_data)

Metadata

Description

Dataset name: final_data

The dataset has N=23798 rows and 73 columns. 14710 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2025-03-14
x
…1
country
iso3c
serialid
lifesat
natmat
eumat
locmat
euvoice
natvoice
polintr
gender
community
ideo
class
ethnic
skin
relig
roma
sex
disab
other
religion
sexdiscr
transdiscr
interdiscr
age_edu_5cat
age_edu_11cat
age_edu
transgender_civil_dc
school_div_transgender
school_div_sexual_orientation
school_div_intersex
year
gdp
edu_exp_pct
preprim_exp
prim_exp
lose_exp
upse_exp
ter_exp
voc_exp
psychological.care
psychiatric.care
breast.augmentation
electrolysis…laser.hair.removal
facial.feminisation.surgery
hrt..oestrogen.
hrt..testosterone.
hysterectomy
mastectomy
metoidioplasty
orchiectomy
ovariectomy..aka.oopherectomy.
phalloplasty
tracheal.shave
vaginoplasty
vocal.training
nolger
exist_lgme
exist_adm
name_change
nar_name_change
self_det
nb_recog
psych_diag
med_interven
surg_interven
steril_req
div_req
age_restrict
lgrp_minors
depath

Variables

country

Distribution

Distribution of values for country

Distribution of values for country

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
country character 0 1 25 0 5 11 0 NA

iso3c

Distribution

Distribution of values for iso3c

Distribution of values for iso3c

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
iso3c character 0 1 25 0 3 3 0 NA

serialid

Distribution

Distribution of values for serialid

Distribution of values for serialid

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
serialid numeric 0 1 1 11900 27438 13187.81 8143.303 ▇▇▅▇▆ NA

lifesat

Distribution

Distribution of values for lifesat

Distribution of values for lifesat

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
lifesat numeric 0 1 1 2 5 1.977099 0.7677942 ▃▇▂▁▁ NA

natmat

Distribution

Distribution of values for natmat

Distribution of values for natmat

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
natmat numeric 0 1 1 2 4 2.019035 0.6698088 ▃▇▁▃▁ NA

eumat

Distribution

Distribution of values for eumat

Distribution of values for eumat

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
eumat numeric 0 1 1 2 4 2.194512 0.6626887 ▂▇▁▅▁ NA

locmat

Distribution

Distribution of values for locmat

Distribution of values for locmat

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
locmat numeric 0 1 1 2 4 2.035507 0.6761348 ▃▇▁▃▁ NA

euvoice

Distribution

Distribution of values for euvoice

Distribution of values for euvoice

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
euvoice numeric 0 1 1 2 6 2.649004 1.262482 ▇▃▃▁▁ NA

natvoice

Distribution

Distribution of values for natvoice

Distribution of values for natvoice

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
natvoice numeric 0 1 1 2 6 2.410539 1.218511 ▇▂▂▁▁ NA

polintr

Distribution

Distribution of values for polintr

Distribution of values for polintr

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
polintr numeric 0 1 1 2 4 2.351962 0.9527644 ▂▇▁▃▃ NA

gender

Distribution

Distribution of values for gender

Distribution of values for gender

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
gender numeric 0 1 1 2 2 1.547357 0.4977627 ▆▁▁▁▇ NA

community

Distribution

Distribution of values for community

Distribution of values for community

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
community numeric 0 1 1 2 8 1.968149 0.7940892 ▇▃▁▁▁ NA

ideo

Distribution

Distribution of values for ideo

Distribution of values for ideo

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
ideo numeric 0 1 1 6 98 21.80297 35.36424 ▇▁▁▁▂ NA

class

Distribution

Distribution of values for class

Distribution of values for class

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
class numeric 0 1 1 3 9 2.606732 1.459291 ▆▇▁▁▁ NA

ethnic

Distribution

Distribution of values for ethnic

Distribution of values for ethnic

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
ethnic numeric 0 1 0 0 1 0.0306748 0.1724388 ▇▁▁▁▁ NA

skin

Distribution

Distribution of values for skin

Distribution of values for skin

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
skin numeric 0 1 0 0 1 0.0187831 0.135761 ▇▁▁▁▁ NA

relig

Distribution

Distribution of values for relig

Distribution of values for relig

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
relig numeric 0 1 0 0 1 0.0378183 0.1907606 ▇▁▁▁▁ NA

roma

Distribution

Distribution of values for roma

Distribution of values for roma

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
roma numeric 0 1 0 0 1 0.0157996 0.1247023 ▇▁▁▁▁ NA

sex

Distribution

Distribution of values for sex

Distribution of values for sex

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
sex numeric 0 1 0 0 1 0.0166821 0.1280799 ▇▁▁▁▁ NA

disab

Distribution

Distribution of values for disab

Distribution of values for disab

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
disab numeric 0 1 0 0 1 0.0254223 0.1574073 ▇▁▁▁▁ NA

other

Distribution

Distribution of values for other

Distribution of values for other

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
other numeric 0 1 0 0 1 0.0158837 0.1250282 ▇▁▁▁▁ NA

religion

Distribution

Distribution of values for religion

Distribution of values for religion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
religion numeric 0 1 1 2 16 4.758299 5.080491 ▇▁▁▂▁ NA

sexdiscr

Distribution

Distribution of values for sexdiscr

Distribution of values for sexdiscr

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
sexdiscr numeric 0 1 1 3 6 2.799101 1.320487 ▇▅▂▁▁ NA

transdiscr

Distribution

Distribution of values for transdiscr

Distribution of values for transdiscr

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
transdiscr numeric 0 1 1 3 6 3.140894 1.587532 ▇▅▃▁▃ NA

interdiscr

Distribution

Distribution of values for interdiscr

Distribution of values for interdiscr

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
interdiscr numeric 0 1 1 3 6 3.398731 1.62741 ▇▆▅▁▅ NA

age_edu_5cat

Distribution

Distribution of values for age_edu_5cat

Distribution of values for age_edu_5cat

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
age_edu_5cat numeric 0 1 1 6 98 7.551769 11.64023 ▇▁▁▁▁ NA

age_edu_11cat

Distribution

Distribution of values for age_edu_11cat

Distribution of values for age_edu_11cat

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
age_edu_11cat numeric 0 1 1 2 8 2.472561 1.063073 ▇▅▁▁▁ NA

age_edu

Distribution

Distribution of values for age_edu

Distribution of values for age_edu

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
age_edu numeric 0 1 0 19 99 26.4205 22.37572 ▇▅▁▁▁ NA

transgender_civil_dc

Distribution

Distribution of values for transgender_civil_dc

Distribution of values for transgender_civil_dc

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
transgender_civil_dc numeric 0 1 1 1 3 1.590218 0.6883552 ▇▁▆▁▂ NA

school_div_transgender

Distribution

Distribution of values for school_div_transgender

Distribution of values for school_div_transgender

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
school_div_transgender numeric 0 1 1 2 5 2.35087 1.224002 ▇▇▅▃▂ NA

school_div_sexual_orientation

Distribution

Distribution of values for school_div_sexual_orientation

Distribution of values for school_div_sexual_orientation

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
school_div_sexual_orientation numeric 0 1 1 2 5 2.235692 1.186536 ▇▇▃▃▁ NA

school_div_intersex

Distribution

Distribution of values for school_div_intersex

Distribution of values for school_div_intersex

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
school_div_intersex numeric 0 1 1 2 5 2.365913 1.238497 ▇▇▅▃▂ NA

year

Distribution

Distribution of values for year

Distribution of values for year

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
year numeric 0 1 2019 2019 2019 2019 0 ▁▁▇▁▁ NA

gdp

Distribution

Distribution of values for gdp

Distribution of values for gdp

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
gdp numeric 0 1 1.6e+10 2.6e+11 2.7e+12 497636614260 660731300311 ▇▁▁▁▁ NA

edu_exp_pct

Distribution

Distribution of values for edu_exp_pct

Distribution of values for edu_exp_pct

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
edu_exp_pct numeric 0 1 3.3 4.6 7.6 4.840799 1.109748 ▆▇▅▂▂ NA

preprim_exp

Distribution

Distribution of values for preprim_exp

Distribution of values for preprim_exp

3006 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
preprim_exp numeric 3006 0.8736869 87 94 100 93.33474 3.235861 ▅▂▇▇▂ NA

prim_exp

Distribution

Distribution of values for prim_exp

Distribution of values for prim_exp

997 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
prim_exp numeric 997 0.9581057 83 93 100 92.49732 4.245211 ▂▃▃▇▅ NA

lose_exp

Distribution

Distribution of values for lose_exp

Distribution of values for lose_exp

997 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
lose_exp numeric 997 0.9581057 83 94 98 92.67685 4.143014 ▂▃▂▇▇ NA

upse_exp

Distribution

Distribution of values for upse_exp

Distribution of values for upse_exp

997 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
upse_exp numeric 997 0.9581057 81 94 98 92.95559 3.88655 ▁▁▅▆▇ NA

ter_exp

Distribution

Distribution of values for ter_exp

Distribution of values for ter_exp

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
ter_exp numeric 0 1 80 94 99 93.36718 3.869104 ▁▁▃▇▇ NA

voc_exp

Distribution

Distribution of values for voc_exp

Distribution of values for voc_exp

6082 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
voc_exp numeric 6082 0.7444323 0 91 100 74.38538 37.43963 ▂▁▁▁▇ NA

psychological.care

Distribution

Distribution of values for psychological.care

Distribution of values for psychological.care

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
psychological.care numeric 0 1 1 1 2 1.043155 0.2032099 ▇▁▁▁▁ NA

psychiatric.care

Distribution

Distribution of values for psychiatric.care

Distribution of values for psychiatric.care

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
psychiatric.care numeric 0 1 1 1 2 1.043155 0.2032099 ▇▁▁▁▁ NA

breast.augmentation

Distribution

Distribution of values for breast.augmentation

Distribution of values for breast.augmentation

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
breast.augmentation numeric 0 1 1 1 3 1.213631 0.4585568 ▇▁▂▁▁ NA

electrolysis…laser.hair.removal

Distribution

Distribution of values for electrolysis...laser.hair.removal

Distribution of values for electrolysis…laser.hair.removal

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
electrolysis…laser.hair.removal numeric 0 1 1 1 3 1.426716 0.6768398 ▇▁▂▁▁ NA

facial.feminisation.surgery

Distribution

Distribution of values for facial.feminisation.surgery

Distribution of values for facial.feminisation.surgery

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
facial.feminisation.surgery numeric 0 1 1 2 3 1.744348 0.7572711 ▇▁▆▁▃ NA

hrt..oestrogen.

Distribution

Distribution of values for hrt..oestrogen.

Distribution of values for hrt..oestrogen.

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
hrt..oestrogen. numeric 0 1 1 1 2 1.129212 0.3354421 ▇▁▁▁▁ NA

hrt..testosterone.

Distribution

Distribution of values for hrt..testosterone.

Distribution of values for hrt..testosterone.

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
hrt..testosterone. numeric 0 1 1 1 2 1.085469 0.2795848 ▇▁▁▁▁ NA

hysterectomy

Distribution

Distribution of values for hysterectomy

Distribution of values for hysterectomy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
hysterectomy numeric 0 1 1 1 3 1.279057 0.4943596 ▇▁▂▁▁ NA

mastectomy

Distribution

Distribution of values for mastectomy

Distribution of values for mastectomy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
mastectomy numeric 0 1 1 1 3 1.34234 0.5180265 ▇▁▃▁▁ NA

metoidioplasty

Distribution

Distribution of values for metoidioplasty

Distribution of values for metoidioplasty

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
metoidioplasty numeric 0 1 1 2 3 1.725019 0.643969 ▆▁▇▁▂ NA

orchiectomy

Distribution

Distribution of values for orchiectomy

Distribution of values for orchiectomy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
orchiectomy numeric 0 1 1 1 3 1.489957 0.6484099 ▇▁▅▁▁ NA

ovariectomy..aka.oopherectomy.

Distribution

Distribution of values for ovariectomy..aka.oopherectomy.

Distribution of values for ovariectomy..aka.oopherectomy.

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
ovariectomy..aka.oopherectomy. numeric 0 1 1 1 3 1.404404 0.5702349 ▇▁▅▁▁ NA

phalloplasty

Distribution

Distribution of values for phalloplasty

Distribution of values for phalloplasty

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
phalloplasty numeric 0 1 1 2 3 1.553156 0.5388725 ▇▁▇▁▁ NA

tracheal.shave

Distribution

Distribution of values for tracheal.shave

Distribution of values for tracheal.shave

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tracheal.shave numeric 0 1 1 1 3 1.492184 0.7124219 ▇▁▃▁▂ NA

vaginoplasty

Distribution

Distribution of values for vaginoplasty

Distribution of values for vaginoplasty

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
vaginoplasty numeric 0 1 1 1 3 1.510967 0.5413769 ▇▁▇▁▁ NA

vocal.training

Distribution

Distribution of values for vocal.training

Distribution of values for vocal.training

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
vocal.training numeric 0 1 1 1 3 1.342088 0.6625448 ▇▁▂▁▁ NA

nolger

Distribution

Distribution of values for nolger

Distribution of values for nolger

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
nolger numeric 0 1 0 1 1 0.9134801 0.2811361 ▁▁▁▁▇ NA

exist_lgme

Distribution

Distribution of values for exist_lgme

Distribution of values for exist_lgme

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
exist_lgme numeric 0 1 0 1 1 0.7646861 0.4242038 ▂▁▁▁▇ NA

exist_adm

Distribution

Distribution of values for exist_adm

Distribution of values for exist_adm

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
exist_adm numeric 0 1 0 1 1 0.8274225 0.3778896 ▂▁▁▁▇ NA

name_change

Distribution

Distribution of values for name_change

Distribution of values for name_change

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
name_change numeric 0 1 0 1 1 0.7856963 0.4103471 ▂▁▁▁▇ NA

nar_name_change

Distribution

Distribution of values for nar_name_change

Distribution of values for nar_name_change

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
nar_name_change numeric 0 1 0 1 1 0.508362 0.4999406 ▇▁▁▁▇ NA

self_det

Distribution

Distribution of values for self_det

Distribution of values for self_det

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
self_det numeric 0 1 0 0 1 0.2968317 0.4568713 ▇▁▁▁▃ NA

nb_recog

Distribution

Distribution of values for nb_recog

Distribution of values for nb_recog

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
nb_recog numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

psych_diag

Distribution

Distribution of values for psych_diag

Distribution of values for psych_diag

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
psych_diag numeric 0 1 0 0 1 0.3818388 0.4858476 ▇▁▁▁▅ NA

med_interven

Distribution

Distribution of values for med_interven

Distribution of values for med_interven

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
med_interven numeric 0 1 0 0 1 0.4676023 0.4989598 ▇▁▁▁▇ NA

surg_interven

Distribution

Distribution of values for surg_interven

Distribution of values for surg_interven

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
surg_interven numeric 0 1 0 1 1 0.7639297 0.4246748 ▂▁▁▁▇ NA

steril_req

Distribution

Distribution of values for steril_req

Distribution of values for steril_req

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
steril_req numeric 0 1 0 1 1 0.7639297 0.4246748 ▂▁▁▁▇ NA

div_req

Distribution

Distribution of values for div_req

Distribution of values for div_req

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
div_req numeric 0 1 0 1 1 0.5944617 0.4910062 ▆▁▁▁▇ NA

age_restrict

Distribution

Distribution of values for age_restrict

Distribution of values for age_restrict

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
age_restrict numeric 0 1 0 0 1 0.2130431 0.4094665 ▇▁▁▁▂ NA

lgrp_minors

Distribution

Distribution of values for lgrp_minors

Distribution of values for lgrp_minors

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
lgrp_minors numeric 0 1 0 1 1 0.5100849 0.4999088 ▇▁▁▁▇ NA

depath

Distribution

Distribution of values for depath

Distribution of values for depath

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
depath numeric 0 1 0 0 1 0.0208001 0.1427175 ▇▁▁▁▁ NA

Missingness report

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "final_data",
  "datePublished": "2025-03-14",
  "description": "The dataset has N=23798 rows and 73 columns.\n14710 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.6).",
  "keywords": ["...1", "country", "iso3c", "serialid", "lifesat", "natmat", "eumat", "locmat", "euvoice", "natvoice", "polintr", "gender", "community", "ideo", "class", "ethnic", "skin", "relig", "roma", "sex", "disab", "other", "religion", "sexdiscr", "transdiscr", "interdiscr", "age_edu_5cat", "age_edu_11cat", "age_edu", "transgender_civil_dc", "school_div_transgender", "school_div_sexual_orientation", "school_div_intersex", "year", "gdp", "edu_exp_pct", "preprim_exp", "prim_exp", "lose_exp", "upse_exp", "ter_exp", "voc_exp", "psychological.care", "psychiatric.care", "breast.augmentation", "electrolysis...laser.hair.removal", "facial.feminisation.surgery", "hrt..oestrogen.", "hrt..testosterone.", "hysterectomy", "mastectomy", "metoidioplasty", "orchiectomy", "ovariectomy..aka.oopherectomy.", "phalloplasty", "tracheal.shave", "vaginoplasty", "vocal.training", "nolger", "exist_lgme", "exist_adm", "name_change", "nar_name_change", "self_det", "nb_recog", "psych_diag", "med_interven", "surg_interven", "steril_req", "div_req", "age_restrict", "lgrp_minors", "depath"],
  "@context": "https://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "...1",
      "@type": "propertyValue"
    },
    {
      "name": "country",
      "@type": "propertyValue"
    },
    {
      "name": "iso3c",
      "@type": "propertyValue"
    },
    {
      "name": "serialid",
      "@type": "propertyValue"
    },
    {
      "name": "lifesat",
      "@type": "propertyValue"
    },
    {
      "name": "natmat",
      "@type": "propertyValue"
    },
    {
      "name": "eumat",
      "@type": "propertyValue"
    },
    {
      "name": "locmat",
      "@type": "propertyValue"
    },
    {
      "name": "euvoice",
      "@type": "propertyValue"
    },
    {
      "name": "natvoice",
      "@type": "propertyValue"
    },
    {
      "name": "polintr",
      "@type": "propertyValue"
    },
    {
      "name": "gender",
      "@type": "propertyValue"
    },
    {
      "name": "community",
      "@type": "propertyValue"
    },
    {
      "name": "ideo",
      "@type": "propertyValue"
    },
    {
      "name": "class",
      "@type": "propertyValue"
    },
    {
      "name": "ethnic",
      "@type": "propertyValue"
    },
    {
      "name": "skin",
      "@type": "propertyValue"
    },
    {
      "name": "relig",
      "@type": "propertyValue"
    },
    {
      "name": "roma",
      "@type": "propertyValue"
    },
    {
      "name": "sex",
      "@type": "propertyValue"
    },
    {
      "name": "disab",
      "@type": "propertyValue"
    },
    {
      "name": "other",
      "@type": "propertyValue"
    },
    {
      "name": "religion",
      "@type": "propertyValue"
    },
    {
      "name": "sexdiscr",
      "@type": "propertyValue"
    },
    {
      "name": "transdiscr",
      "@type": "propertyValue"
    },
    {
      "name": "interdiscr",
      "@type": "propertyValue"
    },
    {
      "name": "age_edu_5cat",
      "@type": "propertyValue"
    },
    {
      "name": "age_edu_11cat",
      "@type": "propertyValue"
    },
    {
      "name": "age_edu",
      "@type": "propertyValue"
    },
    {
      "name": "transgender_civil_dc",
      "@type": "propertyValue"
    },
    {
      "name": "school_div_transgender",
      "@type": "propertyValue"
    },
    {
      "name": "school_div_sexual_orientation",
      "@type": "propertyValue"
    },
    {
      "name": "school_div_intersex",
      "@type": "propertyValue"
    },
    {
      "name": "year",
      "@type": "propertyValue"
    },
    {
      "name": "gdp",
      "@type": "propertyValue"
    },
    {
      "name": "edu_exp_pct",
      "@type": "propertyValue"
    },
    {
      "name": "preprim_exp",
      "@type": "propertyValue"
    },
    {
      "name": "prim_exp",
      "@type": "propertyValue"
    },
    {
      "name": "lose_exp",
      "@type": "propertyValue"
    },
    {
      "name": "upse_exp",
      "@type": "propertyValue"
    },
    {
      "name": "ter_exp",
      "@type": "propertyValue"
    },
    {
      "name": "voc_exp",
      "@type": "propertyValue"
    },
    {
      "name": "psychological.care",
      "@type": "propertyValue"
    },
    {
      "name": "psychiatric.care",
      "@type": "propertyValue"
    },
    {
      "name": "breast.augmentation",
      "@type": "propertyValue"
    },
    {
      "name": "electrolysis...laser.hair.removal",
      "@type": "propertyValue"
    },
    {
      "name": "facial.feminisation.surgery",
      "@type": "propertyValue"
    },
    {
      "name": "hrt..oestrogen.",
      "@type": "propertyValue"
    },
    {
      "name": "hrt..testosterone.",
      "@type": "propertyValue"
    },
    {
      "name": "hysterectomy",
      "@type": "propertyValue"
    },
    {
      "name": "mastectomy",
      "@type": "propertyValue"
    },
    {
      "name": "metoidioplasty",
      "@type": "propertyValue"
    },
    {
      "name": "orchiectomy",
      "@type": "propertyValue"
    },
    {
      "name": "ovariectomy..aka.oopherectomy.",
      "@type": "propertyValue"
    },
    {
      "name": "phalloplasty",
      "@type": "propertyValue"
    },
    {
      "name": "tracheal.shave",
      "@type": "propertyValue"
    },
    {
      "name": "vaginoplasty",
      "@type": "propertyValue"
    },
    {
      "name": "vocal.training",
      "@type": "propertyValue"
    },
    {
      "name": "nolger",
      "@type": "propertyValue"
    },
    {
      "name": "exist_lgme",
      "@type": "propertyValue"
    },
    {
      "name": "exist_adm",
      "@type": "propertyValue"
    },
    {
      "name": "name_change",
      "@type": "propertyValue"
    },
    {
      "name": "nar_name_change",
      "@type": "propertyValue"
    },
    {
      "name": "self_det",
      "@type": "propertyValue"
    },
    {
      "name": "nb_recog",
      "@type": "propertyValue"
    },
    {
      "name": "psych_diag",
      "@type": "propertyValue"
    },
    {
      "name": "med_interven",
      "@type": "propertyValue"
    },
    {
      "name": "surg_interven",
      "@type": "propertyValue"
    },
    {
      "name": "steril_req",
      "@type": "propertyValue"
    },
    {
      "name": "div_req",
      "@type": "propertyValue"
    },
    {
      "name": "age_restrict",
      "@type": "propertyValue"
    },
    {
      "name": "lgrp_minors",
      "@type": "propertyValue"
    },
    {
      "name": "depath",
      "@type": "propertyValue"
    }
  ]
}`